Pith Number

pith:SB22K7T3

pith:2024:SB22K7T3V6P3Z2KZ7CQQ3K4E7C

not attested not anchored not stored refs pending

Can large language models explore in-context?

Akshay Krishnamurthy, Aleksandrs Slivkins, Cyril Zhang, Dylan J. Foster, Keegan Harris

arxiv:2403.15371 v3 · 2024-03-22 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SB22K7T3V6P3Z2KZ7CQQ3K4E7C}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

Receipt and verification

First computed	2026-07-05T09:27:21.070009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9075a57e7baf9fbce959f8a10dab84f8ad07f4ad4dcc0eb1c3af6338e11dbd1a

Aliases

arxiv: 2403.15371 · arxiv_version: 2403.15371v3 · doi: 10.48550/arxiv.2403.15371 · pith_short_12: SB22K7T3V6P3 · pith_short_16: SB22K7T3V6P3Z2KZ · pith_short_8: SB22K7T3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SB22K7T3V6P3Z2KZ7CQQ3K4E7C \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9075a57e7baf9fbce959f8a10dab84f8ad07f4ad4dcc0eb1c3af6338e11dbd1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13e13e19d14650a5e0544769dd725f9595e9b06de424ff56bcde9a954f043df7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-22T17:50:43Z",
    "title_canon_sha256": "02fed6246d6713381791f17aacf72f2e19f958ff57d1bd925b62c3c494da3ade"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15371",
    "kind": "arxiv",
    "version": 3
  }
}